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Chen P, Noce N, DeBel E, O'Connor J, DeLuca J. Prism Adaptation Treatment May Reduce In-Hospital Falls Among Individuals With Spatial Neglect After Stroke. Neurorehabil Neural Repair 2025:15459683251327569. [PMID: 40130641 DOI: 10.1177/15459683251327569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/26/2025]
Abstract
BackgroundSpatial neglect (SN) is a risk factor of in-hospital falls among stroke survivors. Our prior study showed that receiving more sessions of prism adaptation treatment (PAT) in inpatient rehabilitation facilities (IRFs) predicted greater SN reduction and functional improvement.ObjectiveTo identify circumstances of falls specific to SN and explore whether increasing PAT sessions may reduce fall incidence.MethodsThe present study was a retrospective analysis of fall-related documentation, clinical data and notes regarding SN assessment, and treatment as part of standard care. Records of 3020 patients admitted to an IRF after stroke were reviewed, and 1489 (49%) had SN based on the Catherine Bergego Scale (CBS).ResultsA total of 276 patients (9% of all patients) fell at least once during their IRF stay, and 173 fallers (67% of all fallers) had SN. SN increased fall incidence (incident rate ratio [IRR] = 1.44, P = .005) after controlling for 5 covariates including age, sex, cognitive and motor functional level at admission, and length of stay. While independent of type or cause of falls, SN was associated with location of falls-SN increased fall incidence in hospital rooms (IRR = 1.55, P = .024), after controlling for the 5 covariates. 62 (36%) of fallers with SN received a median of 4.5 PAT sessions (range = 1-11; interquartile range = 2-10). Increased PAT sessions were associated with fewer falls after PAT (IRR = 0.82, P = .022), controlling for the 5 covariates and 2 additional factors including CBS and number of falls before PAT.ConclusionsTreatment for SN such as PAT should be considered to reduce the risk of falls in these patients. Future research is needed to determine fall prevention measures for stroke survivors with SN, especially in their hospital rooms.
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Affiliation(s)
- Peii Chen
- Kessler Foundation, West Orange, NJ, USA
- Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Natalia Noce
- Department of Rehabilitation and Movement Sciences, Rutgers University, Newark, NJ, USA
- Kessler Institute for Rehabilitation, West Orange, NJ, USA
| | - Emily DeBel
- Kessler Foundation, West Orange, NJ, USA
- Kessler Institute for Rehabilitation, West Orange, NJ, USA
| | - Jayme O'Connor
- Kessler Foundation, West Orange, NJ, USA
- Kessler Institute for Rehabilitation, West Orange, NJ, USA
| | - John DeLuca
- Kessler Foundation, West Orange, NJ, USA
- Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
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Veronelli L, Vallar G. Left- and right-side unilateral spatial neglect: Hemispheric differences. HANDBOOK OF CLINICAL NEUROLOGY 2025; 208:127-154. [PMID: 40074392 DOI: 10.1016/b978-0-443-15646-5.00025-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/14/2025]
Abstract
Neglect of one side of space, typically contralateral to a lesion of one cerebral hemisphere, is a multicomponent neurologic syndrome. In humans, left neglect after right brain damage is more frequent, severe, or both, than right neglect after left brain damage. Right neglect is behaviorally like left neglect. In the monkey, such a functional asymmetry is not present. In humans, left hemisphere-based spatial systems are weaker, likely due to the coexistence of language and spatial processes. This may account for the lateral asymmetry of neglect, which is present at birth. Except in a few patients, there is no global functional reversal of language and spatial cognition. Left brain-damaged patients often show both aphasia and right neglect, as many right brain-damaged patients with crossed aphasia show left neglect. Lateralized sensory stimulations temporarily improve both left and right neglect. Damage to the posterior parietal lobe (inferior parietal lobule), the temporo-parietal junction, the superior and middle temporal, and to the premotor and prefrontal cortices is associated with contralateral neglect; also, lesions in white matter fiber tracts and subcortical nuclei bring about neglect, with no definite left-right asymmetries.
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Affiliation(s)
- Laura Veronelli
- Department of Psychology, University of Milano-Bicocca, Milan, Italy; MiBTec, University of Milano-Bicocca, Milan, Italy; Department of Neurorehabilitation Sciences, Casa di Cura Igea, Milan, Italy.
| | - Giuseppe Vallar
- Department of Psychology, University of Milano-Bicocca, Milan, Italy; MiBTec, University of Milano-Bicocca, Milan, Italy.
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Overman MJ, Binns E, Milosevich ET, Demeyere N. Recovery of Visuospatial Neglect With Standard Treatment: A Systematic Review and Meta-Analysis. Stroke 2024; 55:2325-2339. [PMID: 39016005 PMCID: PMC11346719 DOI: 10.1161/strokeaha.124.046760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 06/05/2024] [Accepted: 06/21/2024] [Indexed: 07/18/2024]
Abstract
BACKGROUND Visuospatial neglect is a common consequence of stroke and is characterized by impaired attention to contralesional space. Currently, the extent and time course of recovery from neglect are not clearly established. This systematic review and meta-analysis aimed to determine the recovery trajectory of poststroke neglect with standard treatment. METHODS PsycInfo, Embase, and MEDLINE were searched for articles reporting recovery rates of neglect after stroke. Time since stroke was categorized into early (0-3 months), mid (3-6 months), and late (>6 months) recovery phases. Random-effects models for pooled prevalence were generated for each phase, and potential sources of heterogeneity were explored with metaregressions. Methodological quality of each study was assessed using the Joanna Briggs Institute checklist, with low-quality studies excluded in sensitivity analyses. RESULTS The search captured 4130 articles including duplicates, and 111 full-text reviews were undertaken. A total of 27 studies reporting data from 839 stroke survivors with neglect were included for review. Meta-analyses indicated a recovery rate of 42% in the early phase, which increased to 53% in the mid-recovery phase. Additional recovery in the late phase was minimal, with an estimated 56% recovery rate. Heterogeneity of studies was high (I2>75%) in all 3 phases of recovery. Estimates were robust to sensitivity analyses. Metaregressions showed significantly greater recovery in studies that included patients with left-hemisphere lesions (β=0.275, P<0.05, I2=84%). CONCLUSIONS Most recovery from neglect occurs in the first 3 months, although additional gains can be expected up to 6 months poststroke. While a large proportion of patients recover from neglect, over 40% show persistent symptoms. Further research is needed on effective rehabilitation interventions, particularly focusing on patients most at risk of chronic visuospatial neglect. REGISTRATION URL: https://www.crd.york.ac.uk/PROSPERO/; Unique identifier: CRD42023388763.
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Affiliation(s)
- Margot Juliëtte Overman
- Department of Experimental Psychology (M.J.O., E.B., E.T.M.), University of Oxford, United Kingdom
| | - Elena Binns
- Department of Experimental Psychology (M.J.O., E.B., E.T.M.), University of Oxford, United Kingdom
| | - Elise T. Milosevich
- Department of Experimental Psychology (M.J.O., E.B., E.T.M.), University of Oxford, United Kingdom
| | - Nele Demeyere
- Nuffield Department of Clinical Neurosciences (N.D.), University of Oxford, United Kingdom
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4
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Minga J, Rich T, Boukrina O, Chen P, Hreha K. Identifying Spatial Neglect in Chronic Right Hemisphere Stroke Survivors Using the RHDBank Outcomes. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2024; 67:511-523. [PMID: 38181442 PMCID: PMC11000791 DOI: 10.1044/2023_jslhr-23-00285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 08/23/2023] [Accepted: 10/19/2023] [Indexed: 01/07/2024]
Abstract
PURPOSE The chronicity of spatial neglect (SN) and the utility of existing diagnostic measures used by speech-language pathologists remain poorly understood. In this retrospective study, we examined how the RHDBank test battery informs the identification of SN after right hemisphere brain damage (RHD) during the chronic phase of recovery. METHOD Data from 29 right hemisphere stroke survivors were extracted from the RHDBank, including SN tests, for which we performed laterality index scoring: a 51-item demographic survey, the Apples Test, the Indented Paragraph Test, and the clock drawing task from the Cognitive Linguistic Quick Test (CLQT). Two groups (SN+ and SN-) were identified using the Apples Test. A hierarchical cluster analysis explored CLQT performance clusters in association with SN, and group comparisons of demographic variables and test scores were conducted. RESULTS Ten patients were identified as having SN+ (34%) using the Apples Test. The Indented Paragraph Test and the CLQT's clock drawing test identified only two of the 20 stroke survivors with SN+. Cluster analyses showed that domain and task scores on the CLQT carried information to classify participants into SN+ and SN- in concordance with performance on the Apples Test. Participants in the SN+ cluster had moderately impaired attention and executive function skills and mildly impaired visuospatial skills. CONCLUSIONS The Apples Test differentiated SN in a group of chronic right hemisphere stroke survivors. Using multiple measures from the CLQT seemed to capture a greater range of problems than clock drawing and paragraph reading tests alone. Therefore, the RHDBank test battery as a whole-and in part the CLQT, Apples Test, and Indented Paragraph Test-can detect certain subtypes of SN in the chronic deficit profile after RHD and is a starting point for diagnostic integration by speech-language pathologists.
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Affiliation(s)
- Jamila Minga
- Department of Head and Neck Surgery & Communication Sciences and Department of Neurology, Duke University, Durham, NC
| | - Timothy Rich
- Center for Stroke Rehabilitation Research, Kessler Foundation, West Orange, NJ
| | - Olga Boukrina
- Center for Stroke Rehabilitation Research, Kessler Foundation, West Orange, NJ
| | - Peii Chen
- Center for Stroke Rehabilitation Research, Kessler Foundation, West Orange, NJ
| | - Kimberly Hreha
- Occupational Therapy Doctorate Division, Department of Orthopaedic Surgery, Duke University, Durham, NC
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Rich TJ, Pylarinos M, Parrott D, Chen P. Prism Adaptation Treatment for Right-Sided and Left-Sided Spatial Neglect: A Retrospective Case-Matched Study. Arch Rehabil Res Clin Transl 2023; 5:100263. [PMID: 37312976 PMCID: PMC10258371 DOI: 10.1016/j.arrct.2023.100263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023] Open
Abstract
Objective To compare the effectiveness of prism adaptation treatment (PAT) between patients with right- and left-sided spatial neglect (SN). Design Retrospective case-matched design. Setting Inpatient rehabilitation hospitals and facilities. Participants A total of 118 participants were selected from a clinical dataset of 4256 patients from multiple facilities across the United States. Patients with right-sided SN (median age: 71.0 [63.5-78.5] years; 47.5% female; 84.8% stroke, 10.1% traumatic/nontraumatic brain injury) were matched 1:1 with patients with left-sided SN (median age: 70.0 [63.0-78.0] years; 49.2% female; 86.4% stroke, 11.8% traumatic/nontraumatic brain injury) based on age, neglect severity, overall functional ability at admission, and number of PAT sessions completed during their hospital stay. Intervention Prism adaptation treatment. Main Outcome Measures Primary outcomes were pre-post change on the Kessler Foundation Neglect Assessment Process (KF-NAP) and the Functional Independence Measure (FIM). Secondary outcomes were whether the minimal clinically important difference was achieved for pre-post change on the FIM. Results We found greater KF-NAP gain for patients with right-sided SN than those with left-sided SN (Z = 2.38, P=.018). We found no differences between patients with right-sided and left-sided SN for Total FIM gain (Z=-0.204, P=.838), Motor FIM gain (Z=-0.331, P=.741), or Cognitive FIM gain (Z=-0.191, P=.849). Conclusions Our findings suggest PAT is a viable treatment for patients with right-sided SN just as it is for patients with left-sided SN. Therefore, we suggest prioritizing PAT within the inpatient rehabilitation setting as a treatment to improve SN symptoms regardless of brain lesion side.
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Affiliation(s)
- Timothy J. Rich
- Center for Stroke Rehabilitation Research, Kessler Foundation, West Orange, NJ
- Rutgers New Jersey Medical School, Newark, NJ
| | | | - Devan Parrott
- Department of Physical Medicine and Rehabilitation, Indiana University School of Medicine, Indianapolis, IN
- Research, Training, and Outcome Center for Brain Injury, Rehabilitation Hospital of Indiana, Indianapolis, IN
| | - Peii Chen
- Center for Stroke Rehabilitation Research, Kessler Foundation, West Orange, NJ
- Rutgers New Jersey Medical School, Newark, NJ
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Knoppe K, Schlichting N, Schmidt-Wilcke T, Zimmermann E. Increased scene complexity during free visual exploration reveals residual unilateral neglect in recovered stroke patients. Neuropsychologia 2022; 177:108400. [PMID: 36374721 PMCID: PMC9760574 DOI: 10.1016/j.neuropsychologia.2022.108400] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 10/08/2022] [Accepted: 10/19/2022] [Indexed: 11/11/2022]
Abstract
Unilateral neglect is a common cognitive syndrome after stroke, which is defined as a spatially specific unawareness of the contralesional space. The syndrome is caused by disruptions of attentional networks in the brain, which impair the patients' ability to direct attention towards the contralesional space. During recovery, patients often learn to compensate by voluntarily directing their attention to the neglected side at the expense of cognitive resources. In this study, we examined the impact of the complexity of visual input on free visual exploration behavior of unilateral neglect and apparently recovered patients. We asked whether increasing scene complexity would allow the detection of residual unilateral neglect in recovered patients by increasing the amount of cognitive resources needed for visual processing and limiting capacities for compensation. Using virtual reality, we analyzed the spatial distribution of gaze of unilateral neglect patients, patients who had, according to conventional diagnostics, recovered from the syndrome, stroke patients with no history of unilateral neglect, and age-matched healthy controls. We manipulated the complexity of an immersive virtual scene presented on head mounted displays. We identified the orientation bias towards the ipsilesional side as a sensitive and specific marker of unilateral neglect, which was present in unilateral neglect and recovered patients but absent in stroke patients with no history of unilateral neglect and controls. Increasing scene complexity exacerbated the orientation shift in unilateral neglect patients and revealed that three out of nine (33%) recovered patients had a high probability of suffering from residual unilateral neglect as estimated by a generalized linear model using the median horizontal gaze position as a predictor.
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Affiliation(s)
- Kira Knoppe
- Institute for Experimental Psychology, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany,St Mauritius Therapieklinik, 40670, Meerbusch, Germany,Corresponding author. Institute for Experimental Psychology, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany.
| | - Nadine Schlichting
- Institute for Experimental Psychology, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
| | - Tobias Schmidt-Wilcke
- Institute for Experimental Psychology, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany,Neurocenter, District Hospital Mainkofen, Mainkofen A 3, 94469, Deggendorf, Germany,Institute for Clinical Neuroscience and Medical Psychology, Heinrich Heine University, 40225, Düsseldorf, Germany
| | - Eckart Zimmermann
- Institute for Experimental Psychology, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany
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7
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Shida K, Amimoto K, Fukata K, Osaki S, Takahashi H, Makita S. The Effect of Trunk Position on Attentional Disengagement in Unilateral Spatial Neglect. Neurol Int 2022; 14:1036-1045. [PMID: 36548188 PMCID: PMC9780791 DOI: 10.3390/neurolint14040083] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 12/07/2022] [Accepted: 12/08/2022] [Indexed: 12/23/2022] Open
Abstract
Unilateral spatial neglect (USN) causes difficulties in disengaging attention from the right side to unexpected targets on the left. However, the relationship between egocentric spatial position and attentional disengagement remains unclear. Therefore, this study aimed to clarify the relationship between trunk position and attentional disengagement. Thirty-eight patients with early stroke onset were classified as follows: USN (n = 18), right brain damage without USN (n = 10), and left brain damage (n = 10). The primary outcome was reaction time (RT) in the modified Posner task (MPT). The MPT comprised a condition in which the preceding cue and target direction were the same (valid condition) and a condition in which the directions were opposite (invalid condition). RT to the target was calculated. The MPT was performed in three different trunk positions (trunk midline, left, and right). In each group, the RT was compared on the basis of the stimulus conditions and trunk position. The RT was delayed in the valid and invalid left conditions, especially in the invalid left condition. The RT of the trunk right condition was significantly reduced compared with that of trunk midline and left conditions in the invalid left condition. Thus, trunk position influences attentional disengagement. This study contributes to the rehabilitation of patients with neglect symptoms.
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Affiliation(s)
- Kohei Shida
- Department of Rehabilitation Center, Saitama Medical University International Medical Center, 1397-1, Yamane, Hidaka 350-1298, Japan
- Department of Physical Therapy, Faculty of Human Health Sciences, Tokyo Metropolitan University, 7-2-10, Higashiogu, Arakawa-ku, Tokyo 116-8551, Japan
- Correspondence: ; Tel.: +81-80-1832-7488
| | - Kazu Amimoto
- Department of Physical Therapy, Faculty of Human Health Sciences, Tokyo Metropolitan University, 7-2-10, Higashiogu, Arakawa-ku, Tokyo 116-8551, Japan
| | - Kazuhiro Fukata
- Department of Rehabilitation Center, Saitama Medical University International Medical Center, 1397-1, Yamane, Hidaka 350-1298, Japan
| | - Shinpei Osaki
- Department of Physical Therapy, Faculty of Human Health Sciences, Tokyo Metropolitan University, 7-2-10, Higashiogu, Arakawa-ku, Tokyo 116-8551, Japan
- Department of Rehabilitation, Kansai Electric Power Hospital, 2-1-7, Fukushima, Fukushima-ku, Osaka-shi 553-0003, Japan
| | - Hidetoshi Takahashi
- Department of Rehabilitation Center, Saitama Medical University International Medical Center, 1397-1, Yamane, Hidaka 350-1298, Japan
| | - Shigeru Makita
- Department of Rehabilitation Center, Saitama Medical University International Medical Center, 1397-1, Yamane, Hidaka 350-1298, Japan
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Chen P, Hreha K, Gonzalez-Snyder C, Rich TJ, Gillen RW, Parrott D, Barrett AM. Impacts of Prism Adaptation Treatment on Spatial Neglect and Rehabilitation Outcome: Dosage Matters. Neurorehabil Neural Repair 2022; 36:500-513. [PMID: 35673990 DOI: 10.1177/15459683221107891] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
We examined whether number of prism adaptation treatment (PAT) sessions in regular clinical practice would predict spatial neglect (SN) improvement and rehabilitation outcomes. We reviewed clinical records from 16 U.S. rehabilitation hospitals where neurological patients were assessed for SN using the Catherine Bergego Scale (CBS) and if SN was detected, and may have received PAT. Multiple linear regression was used to predict CBS Change (indicating SN improvement) in 520 patients who received PAT while considering age, sex, diagnosis, time post diagnosis, CBS at baseline, neglected side of space, and length of stay. Another set of regression models including the same variables and adding Function Independent Measure (FIM®) at admission was used to predict FIM Gains (indicating rehabilitation outcomes) in 1720 patients receiving PAT or not. We found that greater number of PAT sessions predicted greater CBS Change, especially in patients with moderate-to-severe neglect. Number of PAT sessions also positively correlated with Total FIM, Motor FIM, and Cognitive FIM Gains regardless of SN severity classification at baseline. Furthermore, number of PAT sessions predicted CBS Change and FIM Gains among patients completing ≤8 PAT sessions but not among patients with ≥8 sessions, who however, showed greater CBS Change with increased PAT frequency (i.e., fewer days between two consecutive sessions). Receiving more once-daily PAT sessions predicted greater improvement in SN and rehabilitation outcomes. Receiving PAT at a higher frequency for 8 or more sessions predicted better SN improvement. Thus, dosage matters. The study provides practice-based evidence that PAT is appropriate for inpatient rehabilitation.
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Affiliation(s)
- Peii Chen
- Center for Stroke Rehabilitation Research, 158368Kessler Foundation, West Orange, NJ, USA
- Department of Physical Medicine and Rehabilitation, New Jersey Medical School, Rutgers University, Newark, NJ, USA
| | - Kimberly Hreha
- Division of Occupational Therapy Doctorate, Department of Orthopaedic Surgery, School of Medicine, 12277Duke University, Durham, NC, USA
| | | | - Timothy J Rich
- Center for Stroke Rehabilitation Research, 158368Kessler Foundation, West Orange, NJ, USA
- Department of Physical Medicine and Rehabilitation, New Jersey Medical School, Rutgers University, Newark, NJ, USA
| | - Robert W Gillen
- Neuropsychology Department, 21489Sunnyview Rehabilitation Hospital, Schenectady, NY, USA
| | - Devan Parrott
- Research, Training, and Outcome Center for Brain Injury, 24119Rehabilitation Hospital of Indiana, Indianapolis, IN, USA
| | - A M Barrett
- Department of Neurology, 1371Emory University School of Medicine, Atlanta, GA, USA
- Center for Visual and Neurocognitive Rehabilitation, Atlanta VA Health Care System, U.S. Department of Veterans Affairs, Decatur, GA, USA
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9
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Chen P, Boukrina O, Krch D. Visuomotor misalignment induced through immersive virtual reality to improve spatial neglect: a case-series study. Neurocase 2022; 28:393-402. [PMID: 36219753 DOI: 10.1080/13554794.2022.2134037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
One evidence-based treatment for spatial neglect is prism adaptation (PA) treatment. PA after-effects, i.e., the implicit shifts in the arm reaching position toward the neglected side of space after prism removal, are considered fundamental to PA treatment effects. In the present study, the arm reaching position was shifted through a visuomotor misalignment procedure using immersive virtual reality (VR). To examine whether this procedure might have a beneficial impact on spatial neglect, we conducted a multi-baseline experiment in three individuals with chronic left-sided neglect post stroke. Improved spatial neglect was observed in all participants immediately after 5 sessions with two rounds in each. Two participants demonstrated lasting or continuous improvement two weeks later. Participants' pattern of brain lesions did not appear to clearly explain performance differences. The findings suggest that VR-induced visuomotor misalignment may improve spatial neglect immediately after a multi-session treatment course. The optimal number of sessions will be determined by future studies with a larger sample size, which may also elucidate the number of sessions sufficient for sustained improvement in most patients. Further investigations will identify the neural mechanisms underlying VR-induced visuomotor misalignment, which may or may not be identical to PA after-effects.
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Affiliation(s)
- Peii Chen
- Center for Stroke Rehabilitation Research, Kessler Foundation, West Orange, NJ, USA.,Department of Physical Medicine and Rehabilitation, New Jersey Medical School, Rutgers University, Newark, NJ, USA
| | - Olga Boukrina
- Center for Stroke Rehabilitation Research, Kessler Foundation, West Orange, NJ, USA.,Department of Physical Medicine and Rehabilitation, New Jersey Medical School, Rutgers University, Newark, NJ, USA
| | - Denise Krch
- Department of Physical Medicine and Rehabilitation, New Jersey Medical School, Rutgers University, Newark, NJ, USA.,Center for Traumatic Brain Injury Research, Kessler Foundation, East Hanover, NJ, USA
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10
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Imura T, Mitsutake T, Hori T, Tanaka R. Predicting the prognosis of unilateral spatial neglect using magnetic resonance imaging in patients with stroke: A systematic review. Brain Res 2022; 1789:147954. [DOI: 10.1016/j.brainres.2022.147954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 05/21/2022] [Accepted: 05/24/2022] [Indexed: 11/24/2022]
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11
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Furuta H, Mizuno K, Unai K, Ebata H, Yamauchi K, Watanabe M. Functional Independence Measure Subtypes among Inpatients with Subacute Stroke: Classification via Latent Class Analysis. Prog Rehabil Med 2022; 7:20220021. [PMID: 35528116 PMCID: PMC9024111 DOI: 10.2490/prm.20220021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 03/25/2022] [Indexed: 11/15/2022] Open
Abstract
Objectives: Using Functional Independence Measure (FIM) records, this study used latent class analysis (LCA) to clarify the structure of activities of daily living (ADL) status in patients following stroke. Methods: In this retrospective, single-center study, we extracted the medical records of patients with stroke who were admitted to a rehabilitation hospital in Japan between April 2018 and March 2020. LCA was used to determine classes of ADL status based on response patterns in FIM items converted from the original seven levels to three levels: Complete Dependence, FIM1–2; Modified Dependence, FIM3–5; Independence, FIM6–7. We compared the length of stay and discharge destinations among subgroups of patients with different ADL status at admission. Results: From 373 patients, 1592 FIM records were analyzed. These were classified into six ADL status classes based on “Complete Dependence,” “Modified Dependence,” and “Independence” in the motor and cognitive domains. Significant differences were observed among the six admission ADL subgroups for the length of stay (median values in patient subgroups based on admission ADL status: 126, 146, 90, 65, 44, and 29 days in the Motor Complete/Cognitive Complete, Motor Complete/Cognitive Modified, Motor Modified/Cognitive Modified, Motor Modified/Cognitive Independent, Motor Independent/Cognitive Modified, and Motor Independent/Cognitive Independent groups, respectively) and discharge destinations (patients discharged home: 27%, 62%, 81%, 92%, 95%, and 98%, respectively, and to acute care hospitals: 18%, 14%, 8%, 8%, 2%, and 2%, respectively). Conclusions: LCA successfully stratified ADL status in patients with stroke undergoing rehabilitation and may aid in determining an appropriate treatment regimen.
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Affiliation(s)
- Hiroaki Furuta
- Department of Rehabilitation Therapy, Saiseikai Higashikanagawa Rehabilitation Hospital, Yokohama, Japan
| | - Katsuhiro Mizuno
- Department of Rehabilitation Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Kei Unai
- Department of Rehabilitation Medicine, Saiseikai Higashikanagawa Rehabilitation Hospital, Yokohama, Japan
| | - Hiroki Ebata
- Department of Rehabilitation Medicine, Saiseikai Higashikanagawa Rehabilitation Hospital, Yokohama, Japan
| | - Keita Yamauchi
- Graduate School of Health Management, Keio University, Fujisawa, Japan
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12
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Hreha K, Barrett AM, Gillen RW, Gonzalez-Snyder C, Masmela J, Chen P. The Implementation Process of Two Evidence-Based Protocols: A Spatial Neglect Network Initiative. FRONTIERS IN HEALTH SERVICES 2022; 2:839517. [PMID: 36925858 PMCID: PMC10012810 DOI: 10.3389/frhs.2022.839517] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 05/23/2022] [Indexed: 11/13/2022]
Abstract
Introduction Spatial neglect, a neurocognitive disorder of lateralized spatial attention, is prevalent among stroke survivors especially in inpatient rehabilitation facilities (IRFs). The ultimate goal of the project was to improve spatial neglect care in inpatient rehabilitation and trained as many OTs as possible using both tools in their regular practices as the means to achieve our overall objective. Therefore, we conducted a project aimed at implementing two evidence-based protocols, one for assessment (KF-NAP®) and the other for treatment (KF-PAT®), and share the implementation process, which included barriers and facilitators identified during and after the process, and implementation outcomes. Methods Sixteen IRFs were involved. The Knowledge-To-Action Cycle was used to describe the process of knowledge inquiry (training), translating knowledge (implementation) and evaluating the use of knowledge in clinical practice (outcomes). Barriers and strategies were reported using the Consolidated Framework for Implementation Research and identified through a survey, after the study concluded. Results Thirty-two therapists at the participating sites were trained to some level of the KF-NAP and KF-PAT. Throughout the project and also once after it finished, different barriers were identified by researchers and clinicians, who then determined together actions to eliminate or minimize the barriers. For example, multiple sites reported: "not having time to train other staff at their hospital due to high patient volume and other responsibilities." Discussion The project shared our implementation process which demonstrated the importance of using implementation methods and incorporating a researcher-clinician partnership, not only for knowledge generation but also knowledge translation. Frequent communications and exchanging information with stakeholders at different levels, may be determinant to the success of each implementation phase. Further research is needed.
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Affiliation(s)
- Kimberly Hreha
- Division of Occupational Therapy Doctorate, Department of Orthopaedic Surgery, School of Medicine, Duke University, Durham, NC, United States
| | - A M Barrett
- Atlanta VA Health Care System, U.S. Department of Veterans Affairs, Center for Visual and Neurocognitive Rehabilitation, Decatur, GA, United States.,Department of Neurology, Emory University School of Medicine, Atlanta, GA, United States
| | - Robert W Gillen
- Neuropsychology Department, Sunnyview Rehabilitation Hospital, Schenectady, NY, United States
| | - Chris Gonzalez-Snyder
- Division of In-Patient Rehabilitation, Select Medical, Mechanicsburg, PA, United States
| | - Jenny Masmela
- Center for Stroke Rehabilitation Research, Kessler Foundation, West Orange, NJ, United States
| | - Peii Chen
- Center for Stroke Rehabilitation Research, Kessler Foundation, West Orange, NJ, United States.,Department of Physical Medicine and Rehabilitation, New Jersey Medical School, Rutgers University, Newark, NJ, United States
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13
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Boukrina O, Chen P. Neural Mechanisms of Prism Adaptation in Healthy Adults and Individuals with Spatial Neglect after Unilateral Stroke: A Review of fMRI Studies. Brain Sci 2021; 11:1468. [PMID: 34827467 PMCID: PMC8615640 DOI: 10.3390/brainsci11111468] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 10/28/2021] [Accepted: 11/03/2021] [Indexed: 12/24/2022] Open
Abstract
Functional disability due to spatial neglect hinders recovery in up to 30% of stroke survivors. Prism adaptation treatment (PAT) may alleviate the disabling consequences of spatial neglect, but we do not yet know why some individuals show much better outcomes following PAT than others. The goal of this scoping review and meta-analysis was to investigate the neural mechanisms underlying prism adaptation (PA). We conducted both quantitative and qualitative analyses across fMRI studies investigating brain activity before, during, and after PA, in healthy individuals and patients with right or left brain damage (RBD or LBD) due to stroke. In healthy adults, PA was linked with activity in posterior parietal and cerebellar clusters, reduced bilateral parieto-frontal connectivity, and increased fronto-limbic and sensorimotor network connectivity. In contrast, RBD individuals with spatial neglect relied on different circuits, including an activity cluster in the intact left occipital cortex. This finding is consistent with a shift in hemispheric dominance in spatial processing to the left hemisphere. However, more studies are needed to clarify the contribution of lesion location and load on the circuits involved in PA after unilateral brain damage. Future studies are also needed to clarify the relationship of decreasing resting state functional connectivity (rsFC) to visuomotor function.
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Affiliation(s)
- Olga Boukrina
- Center for Stroke Rehabilitation Research, Kessler Foundation, West Orange, NJ 07052, USA;
- Department of Physical Medicine and Rehabilitation, New Jersey Medical School, Rutgers University, Newark, NJ 07103, USA
| | - Peii Chen
- Center for Stroke Rehabilitation Research, Kessler Foundation, West Orange, NJ 07052, USA;
- Department of Physical Medicine and Rehabilitation, New Jersey Medical School, Rutgers University, Newark, NJ 07103, USA
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14
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Chen P, Diaz-Segarra N, Hreha K, Kaplan E, Barrett AM. Prism Adaptation Treatment Improves Inpatient Rehabilitation Outcome in Individuals With Spatial Neglect: A Retrospective Matched Control Study. Arch Rehabil Res Clin Transl 2021; 3:100130. [PMID: 34589681 PMCID: PMC8463461 DOI: 10.1016/j.arrct.2021.100130] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Objective To determine whether prism adaptation treatment (PAT) integrated into the standard of care improves rehabilitation outcome in patients with spatial neglect (SN). Design Retrospective matched control study based on information extracted from June 2017-September 2019. Setting Inpatient rehabilitation. Participants Patients from 14 rehabilitation hospitals scoring >0 on the Catherine Bergego Scale (N=312). The median age was 69.5 years, including 152 (49%) female patients and 275 (88%) patients with stroke. Interventions Patients were matched 1:1 by age (±5 years), FIM score at admission (±2 points), and SN severity using the Catherine Bergego Scale (±2 points) and classified into 2 groups: treated (8-12 daily sessions of PAT) vs untreated (no PAT). Main Outcome Measures FIM and its minimal clinically important difference (MCID) were the primary outcome variables. Secondary outcome was home discharge. Results Analysis included the 312 matched patients (156 per group). FIM scores at discharge were analyzed using repeated-measures analyses of variance. The treated group showed reliably higher scores than the untreated group in Total FIM, F=5.57, P=.020, partial η2=0.035, and Cognitive FIM, F=19.20, P<.001, partial η2=0.110, but not Motor FIM, F=0.35, P=.553, partial η2=0.002. We used conditional logistic regression to examine the odds ratio of reaching MCID in each FIM score and of returning home after discharge. No reliable difference was found between groups in reaching MCID or home discharge. Conclusions Patients with SN receiving PAT had better functional and cognitive outcomes, suggesting that integrating PAT into the standard of care is beneficial. However, receiving PAT may not determine home discharge.
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Key Words
- Brain injury
- CBS, Catherine Bergego Scale
- CMS, Centers for Medicare and Medicaid Services
- IRB, institutional review board
- KF-NAP, Kessler Foundation Neglect Assessment Process
- KF-PAT, Kessler Foundation Prism Adaptation Treatment
- LOS, length of stay
- List of abbreviations: ANOVA, analysis of variance
- MCID, minimal clinically important difference
- Neurorehabilitation
- OR, odds ratio
- OT, occupational therapist
- Outcome
- PAT, prism adaptation treatment
- RCT, randomized controlled trial
- Rehabilitation
- SN, spatial neglect
- Stroke rehabilitation
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Affiliation(s)
- Peii Chen
- Center for Stroke Rehabilitation Research, Kessler Foundation, West Orange, NJ.,Department of Physical Medicine and Rehabilitation, New Jersey Medical School, Rutgers University, Newark, NJ
| | - Nicole Diaz-Segarra
- Department of Physical Medicine and Rehabilitation, New Jersey Medical School, Rutgers University, Newark, NJ.,Department of Physical Medicine and Rehabilitation, Kessler Institute for Rehabilitation, West Orange, NJ
| | - Kimberly Hreha
- Division of Rehabilitation Sciences, University of Texas Medical Branch, Galveston, TX
| | - Emma Kaplan
- Center for Stroke Rehabilitation Research, Kessler Foundation, West Orange, NJ
| | - A M Barrett
- Department of Neurology, Emory University School of Medicine, Atlanta, GA.,Center for Visual and Neurocognitive Rehabilitation, Atlanta VA Health Care System, US Department of Veterans Affairs, Decatur, GA
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15
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Chen P, Zanca J, Esposito E, Barrett AM. Barriers and Facilitators to Rehabilitation Care of Individuals With Spatial Neglect: A Qualitative Study of Professional Views. Arch Rehabil Res Clin Transl 2021; 3:100122. [PMID: 34179758 PMCID: PMC8212009 DOI: 10.1016/j.arrct.2021.100122] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Objective To identify barriers and facilitators to achieving optimal inpatient rehabilitation outcome among individuals with spatial neglect (SN). Design Cross-sectional, semistructured focus group discussions. Setting Rehabilitation hospitals. Participants A total of 15 occupational therapists and 14 physical therapists treating patients with SN on 3 campuses of a rehabilitation hospital system (N=29). Six focus group sessions were conducted and audio-recorded for transcription. Interventions Not applicable. Main Outcome Measures Not applicable. Results Participants identified several patient-related characteristics that posed barriers to treatment, including the symptoms of SN itself, cognitive issues, physical weakness, comorbidities, and reduced therapy engagement. Supportive family members were considered a key facilitator, but lack of preparedness to assume caregiving roles, poor understanding of SN and rehabilitation goals, and inadequate levels of involvement were family-related barriers to successful treatment. Participants expressed that having resources and technologies available at their center to support SN treatment facilitated positive outcomes and perceived limited staff knowledge and skills and poor interclinician communication as barriers to treatment. At the health care system level, barriers included a lack of responsive measures of SN progress and insurer-related issues. Strong continuity of care between transitions was considered an important factor for enabling effective treatment. Conclusions Barriers and facilitators to the current practice of SN care were identified from occupational and physical therapists’ point of view. Opportunities exist to promote identified facilitators and minimize barriers to improve SN rehabilitation. The present study makes a unique contribution in identifying specific needs for innovative interventions that involve family support and training, promotion of interdisciplinary collaboration, development of interprofessional vocabulary, and continuous treatment and follow-up assessment for SN through care transitions.
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Affiliation(s)
- Peii Chen
- Kessler Foundation, West Orange, New Jersey, United States.,Department of Physical Medicine and Rehabilitation, New Jersey Medical School, Rutgers University, Newark, New Jersey, United States
| | - Jeanne Zanca
- Kessler Foundation, West Orange, New Jersey, United States.,Department of Physical Medicine and Rehabilitation, New Jersey Medical School, Rutgers University, Newark, New Jersey, United States
| | - Emily Esposito
- Department of Psychology, University of California, Riverside, California, United States
| | - A M Barrett
- Department of Neurology, Emory University, Atlanta, Georgia, United States.,Atlanta VA Health Care System, U.S. Department of Veterans Affairs, Decatur, Georgia, United States
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16
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Mizuno K, Tsujimoto K, Tsuji T. Effect of Prism Adaptation Therapy on the Activities of Daily Living and Awareness for Spatial Neglect: A Secondary Analysis of the Randomized, Controlled Trial. Brain Sci 2021; 11:brainsci11030347. [PMID: 33803412 PMCID: PMC8001351 DOI: 10.3390/brainsci11030347] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 03/04/2021] [Accepted: 03/06/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Rehabilitation for unilateral spatial neglect (USN) using prism adaptation (PA) is one of the most widely used methods, and the effectiveness of PA is well-evidenced. Although the effect of PA generalized various neglect symptoms, the effectiveness for some aspects of neglect is not fully proven. The Catherine Bergego Scale (CBS) was developed to identify problems with the activities of daily living (ADL) caused by USN. The CBS is composed of 10 observation assessments and a self-assessment questionnaire. To assess the self-awareness of USN, the anosognosia score is calculated as the difference between the observational scores and the self-assessment scores. To investigate how PA affects ADL and self-awareness in subacute USN patients during rehabilitation, we analyzed each item of the CBS and self-awareness from a randomized, controlled trial (RCT) that we previously conducted (Mizuno et al., 2011). METHODS A double-masked randomized, controlled trial was conducted to evaluate the effects of a 2-week PA therapy on USN in 8 hospitals in Japan. We compared each item of the CBS, anosognosia score, and absolute value of the anosognosia score between the prism group and the control group. RESULTS Two of ten items (gaze orientation and exploration of personal belongings) were significantly improved in the prism group compared with those in the control group. The absolute value of the anosognosia score was significantly improved by PA. CONCLUSIONS Improvement of oculomotor exploration by PA may generalize the behavioral level in a daily living environment. This study suggested that PA could accelerate the self-awareness of neglect during subacute rehabilitation.
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Affiliation(s)
- Katsuhiro Mizuno
- Department of Physical Rehabilitation, National Center Hospital, National Center of Neurology and Psychiatry, 4-1-1 Ogawa-Higashi, Kodaira, Tokyo 187-8551, Japan;
- Department of Rehabilitation Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan;
- Correspondence: ; Tel.: +81-(0)-42-341-2711
| | - Kengo Tsujimoto
- Department of Physical Rehabilitation, National Center Hospital, National Center of Neurology and Psychiatry, 4-1-1 Ogawa-Higashi, Kodaira, Tokyo 187-8551, Japan;
| | - Tetsuya Tsuji
- Department of Rehabilitation Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan;
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17
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Behavioral Assessment of Unilateral Spatial Neglect with the Catherine Bergego Scale (CBS) Using the Kessler Foundation Neglect Assessment Process (KF-NAP) in Patients with Subacute Stroke during Rehabilitation in Japan. Behav Neurol 2021; 2021:8825192. [PMID: 33628337 PMCID: PMC7889335 DOI: 10.1155/2021/8825192] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Revised: 01/29/2021] [Accepted: 02/01/2021] [Indexed: 11/17/2022] Open
Abstract
The Kessler Foundation Neglect Assessment Process (KF-NAP) is an assessment tool for unilateral spatial neglect (USN), which is the scoring method for the Catherine Bergego Scale (CBS) based on detailed instructions. This study is aimed at determining the reliability and validity of the Japanese version of the KF-NAP (KF-NAP-J), evaluating the improvement of neglect assessment with KF-NAP-J, and comparing it with the original CBS for subacute stroke patients. We assessed subacute stroke patients admitted to our intensive rehabilitation hospital. Two KF-NAP-trained occupational therapists (OTs) assessed 22 patients. Before implementing the KF-NAP at the hospital, two other OTs assessed the other 23 patients using the CBS. We evaluated the interrater reliability of the KF-NAP and CBS using intraclass correlation coefficients (ICC) for the total scores, weighted kappa statistics for each subscale, and internal consistency using Cronbach's alpha. We assessed the validity of the KF-NAP against the Behavioral Inattention Test (BIT) and Functional Independence Measure (FIM) using Spearman's correlation coefficient. The reliability of both the KF-NAP and CBS was excellent. The weighted kappa results demonstrated that each subscale was in better agreement with the KF-NAP than with the CBS. In the KF-NAP, all eight subscales in which weighted kappa could be calculated were in significant agreement, and two were almost in perfect agreement. The KF-NAP moderately correlated with the subscales of BIT and FIM representing USN and activities of daily living. The USN detection rates of KF-NAP and BIT in the KF-NAP group were 63.6% and 22.7%, respectively. These results suggest that the KF-NAP, as well as the CBS, is useful to assess USN, which strongly impacts the rehabilitation outcomes in subacute stroke patients.
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18
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Esposito E, Shekhtman G, Chen P. Prevalence of spatial neglect post-stroke: A systematic review. Ann Phys Rehabil Med 2020; 64:101459. [PMID: 33246185 DOI: 10.1016/j.rehab.2020.10.010] [Citation(s) in RCA: 100] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 09/18/2020] [Accepted: 10/26/2020] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Spatial neglect (SN) impedes stroke rehabilitation progress, slows functional recovery, and increases caregiver stress and burden. The estimation of SN prevalence varies widely across studies. BACKGROUND We aimed to establish the prevalence of SN based on the injured cerebral hemisphere, recovery stage post-stroke, and diagnostic methodology. MATERIALS AND METHODS All journal articles published up to February 27, 2019 from CINAHL, PsycINFO, PubMed and Web of Science were searched. We selected original research articles that described observational studies, included both individuals with left brain damage (LBD) and those with right brain damage (RBD) post-stroke, and reported specific diagnostic methods for SN. All authors reached consensus for the final selection of 41 articles. Time post-stroke, patient selection criteria, study setting, SN diagnostic methods were extracted. RESULTS A total of 6324 participants were included: 3411 (54%) with RBD and 2913 (46%) with LBD. Without considering time post-stroke or diagnostic methods, the occurrence rate of SN was 29% (38% after RBD and 18% after LBD). Using ecological assessments resulted in higher prevalence than using tests not directly related to daily life activities (53% vs. 24%). Using methods based on a single-cutoff criterion led to lower occurrence of SN than using multi-test methods (27% vs. 33%). The prevalence decreased from the acute to chronic stage post-stroke. CONCLUSIONS The estimated prevalence of SN after unilateral stroke is 30%. SN is more common after RBD than after LBD, but SN after LBD is still quite common. Using ecological assessments and multi-test methods to detect SN is preferred to using a single-cutoff criterion of a test that is not directly related to daily function. The decrease in SN prevalence over time is evident, but the exact prevalence in later stages cannot be estimated. More research is needed to better understand chronic SN.
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Affiliation(s)
- Emily Esposito
- Department of Psychology, University of California, Riverside, 900, University avenue, Riverside, CA, USA
| | - Grigoriy Shekhtman
- Centre for Stroke Rehabilitation Research, Kessler Foundation, 1199, Pleasant Valley Way, West Orange, NJ, USA; Department of Psychology, Seton Hall University, 400, South Orange avenue, South Orange, NJ, USA
| | - Peii Chen
- Centre for Stroke Rehabilitation Research, Kessler Foundation, 1199, Pleasant Valley Way, West Orange, NJ, USA; Department of Physical Medicine and Rehabilitation, New Jersey Medical School, Rutgers University, 183, South Orange avenue, Newark, NJ, USA.
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